{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "import math\n",
    "\n",
    "from IPython import display\n",
    "import PIL.Image\n",
    "\n",
    "import requests\n",
    "\n",
    "import sys\n",
    "from io import StringIO\n",
    "from io import BytesIO"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "def get_osm_tile(x, y, z):\n",
    "    url = 'http://tile.openstreetmap.org/%d/%d/%d.png' % (z, x, y)\n",
    "    req = requests.get(url)\n",
    "    if not req.ok:\n",
    "        req.raise_for_status()\n",
    "    return req\n",
    "\n",
    "def deg_xy(lat, lon, zoom):\n",
    "    lat_rad = math.radians(lat)\n",
    "    n = 2 ** zoom\n",
    "    x = int((lon + 180) / 360 * n)\n",
    "    y = int((1 - math.log(math.tan(lat_rad) + (1 / math.cos(lat_rad))) / math.pi) / 2 * n)\n",
    "    return x, y"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {
    "scrolled": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0 0 0\n",
      "0 1 1\n",
      "7 16 5\n",
      "63 128 8\n"
     ]
    }
   ],
   "source": [
    "#XXX\n",
    "lat, lon = -0.666667, -90.55\n",
    "\n",
    "pils = []\n",
    "for zoom in [0, 1, 5, 8]:\n",
    "    x, y = deg_xy(lat, lon, zoom)\n",
    "    print(x, y, zoom)\n",
    "    osm_tile = get_osm_tile(x, y, zoom)\n",
    "    pil_img = PIL.Image.open(BytesIO(osm_tile.content))\n",
    "    #StringIO(osm_tile.content)\n",
    "    #pil_img = PIL.Image.open(osm_tile.content)\n",
    "    pils.append(pil_img)\n",
    "composite = PIL.Image.new('RGBA', (520, 520))\n",
    "composite.paste(pils[0], (0, 0,256, 256))\n",
    "composite.paste(pils[1], (264, 0, 520, 256))\n",
    "composite.paste(pils[2], (0, 264, 256, 520))\n",
    "composite.paste(pils[3], (264, 264, 520, 520))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [],
   "source": [
    "def convert_pil(img):\n",
    "    b = BytesIO()\n",
    "    img.save(b, format='png')\n",
    "    return display.Image(data=b.getvalue())"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<IPython.core.display.Image object>"
      ]
     },
     "execution_count": 14,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "convert_pil(composite)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [],
   "source": [
    "#XXX\n",
    "def get_surrounding(x, y, z, tile_fun):\n",
    "    composite = PIL.Image.new('RGBA', (768, 768))\n",
    "    for xi, x_ in enumerate([x - 1, x, x + 1]):\n",
    "        for yi, y_ in enumerate([y - 1, y, y + 1]):\n",
    "            tile_req = tile_fun(x_, y_, z)\n",
    "            pos = (xi * 256, yi * 256, xi * 256 + 256, yi * 256 + 256)\n",
    "            img = PIL.Image.open(BytesIO(tile_req.content))\n",
    "            composite.paste(img, pos)\n",
    "    return composite"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<IPython.core.display.Image object>"
      ]
     },
     "execution_count": 18,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "zoom = 8\n",
    "x, y = deg_xy(lat, lon, zoom)\n",
    "osm_big = get_surrounding(x, y, zoom, get_osm_tile)\n",
    "convert_pil(osm_big)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [],
   "source": [
    "def get_gbif_tile(x, y, z, **kwargs):\n",
    "    server = 'http://api.gbif.org/v1'\n",
    "    kwargs['x'] = str(x)\n",
    "    kwargs['y'] = str(y)\n",
    "    kwargs['z'] = str(z)\n",
    "    req = requests.get('%s/map/density/tile' % server,\n",
    "                       params=kwargs,\n",
    "                       headers={})\n",
    "    if not req.ok:\n",
    "        req.raise_for_status()\n",
    "    return req"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<IPython.core.display.Image object>"
      ]
     },
     "execution_count": 22,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "gbif_tile = get_gbif_tile(0, 0, 0, resolution='4',\n",
    "                       type='TAXON', key='6163845')\n",
    "#do wee need to add copyright? (both osm and gbif)\n",
    "img = PIL.Image.open(BytesIO(gbif_tile.content))\n",
    "convert_pil(img)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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      "text/plain": [
       "<IPython.core.display.Image object>"
      ]
     },
     "execution_count": 23,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "import functools\n",
    "zoom = 8\n",
    "x, y = deg_xy(lat, lon, zoom)\n",
    "gbif_big = get_surrounding(x, y, zoom,\n",
    "                           functools.partial(get_gbif_tile, hue='0.1',\n",
    "                                             resolution='2',\n",
    "                                             saturation='True'))\n",
    "convert_pil(gbif_big)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "metadata": {},
   "outputs": [],
   "source": [
    "compose = PIL.Image.alpha_composite(osm_big, gbif_big)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<IPython.core.display.Image object>"
      ]
     },
     "execution_count": 25,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "convert_pil(compose)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<IPython.core.display.Image object>"
      ]
     },
     "execution_count": 26,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#not on recipe\n",
    "zoom = 15\n",
    "x, y = deg_xy(1.6783, -92.0012, zoom)\n",
    "osm_tile = get_osm_tile(x, y, zoom)\n",
    "darwin_big = get_surrounding(x, y, zoom, get_osm_tile)\n",
    "convert_pil(darwin_big)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "POLYGON((-93 2, -91 2, -91 1, -93 1, -93 2))\n"
     ]
    }
   ],
   "source": [
    "def do_request(service, a1=None, a2=None, a3=None, **kwargs):\n",
    "    server = 'http://api.gbif.org/v1'\n",
    "    params = ''\n",
    "    for a in [a1, a2, a3]:\n",
    "        if a is not None:\n",
    "            params += '/' + a\n",
    "    req = requests.get('%s/%s%s' % (server, service, params),\n",
    "                       params=kwargs,\n",
    "                       headers={'Content-Type': 'application/json'})\n",
    "    if not req.ok:\n",
    "        req.raise_for_status()\n",
    "    return req.json()\n",
    "\n",
    "\n",
    "def get_all_records(rec_field, service, a1=None, a2=None, a3=None, **kwargs):\n",
    "    records = []\n",
    "    all_done = False\n",
    "    offset = 0\n",
    "    num_iter = 0\n",
    "    while not all_done and num_iter < 100:\n",
    "        req = do_request(service, a1=a1, a2=a2, a3=a3, offset=offset, **kwargs)\n",
    "        all_done = req['endOfRecords']\n",
    "        offset += req['limit']\n",
    "        records.extend(req[rec_field])\n",
    "        num_iter += 1\n",
    "    return records\n",
    "\n",
    "#tighter polygon coordinates\n",
    "start = 2, -93\n",
    "end = 1, -91\n",
    "geom = 'POLYGON(({xi} {yi}, {xf} {yi}, {xf} {yf}, {xi} {yf}, {xi} {yi}))'.format(\n",
    "    xi=start[1], xf=end[1], yi=start[0], yf=end[0])\n",
    "print(geom)\n",
    "recs = get_all_records('results', 'occurrence', 'search', geometry=geom)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'key': 1836639251,\n",
       " 'datasetKey': '50c9509d-22c7-4a22-a47d-8c48425ef4a7',\n",
       " 'publishingOrgKey': '28eb1a3f-1c15-4a95-931a-4af90ecb574d',\n",
       " 'networkKeys': [],\n",
       " 'installationKey': '997448a8-f762-11e1-a439-00145eb45e9a',\n",
       " 'publishingCountry': 'US',\n",
       " 'protocol': 'DWC_ARCHIVE',\n",
       " 'lastCrawled': '2018-09-03T09:29:40.128+0000',\n",
       " 'lastParsed': '2018-05-09T01:50:57.069+0000',\n",
       " 'crawlId': 124,\n",
       " 'extensions': {},\n",
       " 'basisOfRecord': 'HUMAN_OBSERVATION',\n",
       " 'taxonKey': 9461162,\n",
       " 'kingdomKey': 1,\n",
       " 'phylumKey': 44,\n",
       " 'classKey': 212,\n",
       " 'orderKey': 1493,\n",
       " 'familyKey': 9342,\n",
       " 'genusKey': 9768610,\n",
       " 'speciesKey': 9461162,\n",
       " 'scientificName': 'Zapornia paykullii',\n",
       " 'kingdom': 'Animalia',\n",
       " 'phylum': 'Chordata',\n",
       " 'order': 'Gruiformes',\n",
       " 'family': 'Rallidae',\n",
       " 'genus': 'Zapornia',\n",
       " 'species': 'Zapornia paykullii',\n",
       " 'genericName': 'Zapornia',\n",
       " 'specificEpithet': 'paykullii',\n",
       " 'taxonRank': 'SPECIES',\n",
       " 'dateIdentified': '2018-03-16T15:11:09.000+0000',\n",
       " 'decimalLongitude': 103.810275,\n",
       " 'decimalLatitude': 1.290292,\n",
       " 'coordinateUncertaintyInMeters': 31447.0,\n",
       " 'year': 2018,\n",
       " 'month': 1,\n",
       " 'day': 20,\n",
       " 'eventDate': '2018-01-20T10:36:00.000+0000',\n",
       " 'issues': ['COORDINATE_ROUNDED', 'GEODETIC_DATUM_ASSUMED_WGS84'],\n",
       " 'modified': '2018-03-16T22:59:27.000+0000',\n",
       " 'lastInterpreted': '2018-07-07T13:49:09.861+0000',\n",
       " 'references': 'https://www.inaturalist.org/observations/10258807',\n",
       " 'license': 'http://creativecommons.org/licenses/by-nc/4.0/legalcode',\n",
       " 'identifiers': [],\n",
       " 'media': [{'type': 'StillImage',\n",
       "   'format': 'image/jpeg',\n",
       "   'identifier': 'https://static.inaturalist.org/photos/14194222/original.jpg?1521212776',\n",
       "   'references': 'https://www.inaturalist.org/photos/14194222',\n",
       "   'created': '2018-01-20T18:05:32.000+0000',\n",
       "   'creator': 'Tan Kok Hui',\n",
       "   'publisher': 'iNaturalist',\n",
       "   'license': 'http://creativecommons.org/licenses/by-nc/4.0/',\n",
       "   'rightsHolder': 'Tan Kok Hui'},\n",
       "  {'type': 'StillImage',\n",
       "   'format': 'image/jpeg',\n",
       "   'identifier': 'https://static.inaturalist.org/photos/14194224/original.jpg?1521212784',\n",
       "   'references': 'https://www.inaturalist.org/photos/14194224',\n",
       "   'created': '2018-01-20T18:36:59.000+0000',\n",
       "   'creator': 'Tan Kok Hui',\n",
       "   'publisher': 'iNaturalist',\n",
       "   'license': 'http://creativecommons.org/licenses/by-nc/4.0/',\n",
       "   'rightsHolder': 'Tan Kok Hui'}],\n",
       " 'facts': [],\n",
       " 'relations': [],\n",
       " 'geodeticDatum': 'WGS84',\n",
       " 'class': 'Aves',\n",
       " 'countryCode': 'SG',\n",
       " 'country': 'Singapore',\n",
       " 'rightsHolder': 'Tan Kok Hui',\n",
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       " 'informationWithheld': 'Coordinate uncertainty increased to 31447m to protect threatened taxon',\n",
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       " 'http://unknown.org/occurrenceDetails': 'https://www.inaturalist.org/observations/10258807',\n",
       " 'institutionCode': 'iNaturalist',\n",
       " 'rights': '© Tan Kok Hui some rights reserved',\n",
       " 'eventTime': '02:36:00Z',\n",
       " 'http://unknown.org/http_//rs.gbif.org/terms/1.0/Multimedia': '[ {\\n  \"http://purl.org/dc/terms/creator\" : \"Tan Kok Hui\",\\n  \"http://rs.tdwg.org/dwc/terms/catalogNumber\" : \"14194222\",\\n  \"http://purl.org/dc/terms/rightsHolder\" : \"Tan Kok Hui\",\\n  \"http://purl.org/dc/terms/references\" : \"https://www.inaturalist.org/photos/14194222\",\\n  \"http://purl.org/dc/terms/format\" : \"image/jpeg\",\\n  \"http://purl.org/dc/terms/publisher\" : \"iNaturalist\",\\n  \"http://purl.org/dc/terms/created\" : \"2018-01-20T10:05:32-08:00\",\\n  \"http://purl.org/dc/terms/identifier\" : \"https://static.inaturalist.org/photos/14194222/original.jpg?1521212776\",\\n  \"http://purl.org/dc/terms/license\" : \"http://creativecommons.org/licenses/by-nc/4.0/\",\\n  \"http://purl.org/dc/terms/type\" : \"StillImage\"\\n}, {\\n  \"http://purl.org/dc/terms/creator\" : \"Tan Kok Hui\",\\n  \"http://rs.tdwg.org/dwc/terms/catalogNumber\" : \"14194224\",\\n  \"http://purl.org/dc/terms/rightsHolder\" : \"Tan Kok Hui\",\\n  \"http://purl.org/dc/terms/references\" : \"https://www.inaturalist.org/photos/14194224\",\\n  \"http://purl.org/dc/terms/format\" : \"image/jpeg\",\\n  \"http://purl.org/dc/terms/publisher\" : \"iNaturalist\",\\n  \"http://purl.org/dc/terms/created\" : \"2018-01-20T10:36:59-08:00\",\\n  \"http://purl.org/dc/terms/identifier\" : \"https://static.inaturalist.org/photos/14194224/original.jpg?1521212784\",\\n  \"http://purl.org/dc/terms/license\" : \"http://creativecommons.org/licenses/by-nc/4.0/\",\\n  \"http://purl.org/dc/terms/type\" : \"StillImage\"\\n} ]',\n",
       " 'identificationID': '22775286'}"
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